Sound spotting: an approach to content-based sound retrieval
Sound spotting: an approach to content-based sound retrieval
We present an approach to content-based sound retrieval using auditory models, self-organizing neural networks, and string matching techniques. It addresses the issues of spotting perceptually similar occurrences of a
particular sound event in an audio document. After introducing the problem and the basic approach we describe the individual stages of the system and give references to additional literature. The third section of the paper summarizes the preliminary experiments involving auditory models and self-organizing maps we carried out so far, and the final discussion reflects on the overall concept and suggests further directions.
content-based retrieval, sound classification, auditory model, selforganizing map, string matching
Spevak, Christian
20191804-6bdb-4520-a64d-ec0ac4b0512b
Polfreman, Richard
26424c3d-b750-4868-bf6e-2bbb3990df84
21 June 2001
Spevak, Christian
20191804-6bdb-4520-a64d-ec0ac4b0512b
Polfreman, Richard
26424c3d-b750-4868-bf6e-2bbb3990df84
Spevak, Christian and Polfreman, Richard
(2001)
Sound spotting: an approach to content-based sound retrieval.
Landy, Leigh
(ed.)
In Music without Walls? Music without Instruments? Proceedings of the International Conference.
De Montfort University..
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Conference or Workshop Item
(Paper)
Abstract
We present an approach to content-based sound retrieval using auditory models, self-organizing neural networks, and string matching techniques. It addresses the issues of spotting perceptually similar occurrences of a
particular sound event in an audio document. After introducing the problem and the basic approach we describe the individual stages of the system and give references to additional literature. The third section of the paper summarizes the preliminary experiments involving auditory models and self-organizing maps we carried out so far, and the final discussion reflects on the overall concept and suggests further directions.
More information
Published date: 21 June 2001
Additional Information:
CD-ROM
Venue - Dates:
Music Without Walls? Music Without Instruments?, Leicester, UK, 2001-06-21 - 2001-06-23
Keywords:
content-based retrieval, sound classification, auditory model, selforganizing map, string matching
Identifiers
Local EPrints ID: 67379
URI: http://eprints.soton.ac.uk/id/eprint/67379
PURE UUID: 35703b1a-e54b-4dcf-8348-44d43e5b7583
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Date deposited: 01 Oct 2009
Last modified: 13 Mar 2024 18:49
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Contributors
Author:
Christian Spevak
Editor:
Leigh Landy
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